Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 850 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 337.7 KiB |
| Average record size in memory | 406.8 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 7 |
year has constant value "1970" | Constant |
city/district is highly overall correlated with landfill_capacity_(tons) and 3 other fields | High correlation |
landfill_capacity_(tons) is highly overall correlated with city/district and 2 other fields | High correlation |
landfill_location_(lat,_long) is highly overall correlated with city/district and 3 other fields | High correlation |
landfill_name is highly overall correlated with city/district and 3 other fields | High correlation |
population_density_(people/km²) is highly overall correlated with city/district and 2 other fields | High correlation |
city/district is uniformly distributed | Uniform |
waste_type is uniformly distributed | Uniform |
landfill_name is uniformly distributed | Uniform |
landfill_location_(lat,_long) is uniformly distributed | Uniform |
awareness_campaigns_count has 48 (5.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-08-10 12:20:50.191510 |
|---|---|
| Analysis finished | 2025-08-10 12:20:58.016468 |
| Duration | 7.82 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
city/district
Categorical
High correlation  Uniform 
| Distinct | 34 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.5 KiB |
| Mumbai | 25 |
|---|---|
| Delhi | 25 |
| Bengaluru | 25 |
| Chennai | 25 |
| Kolkata | 25 |
| Other values (29) |
Length
| Max length | 18 |
|---|---|
| Median length | 10 |
| Mean length | 7.3529412 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mumbai |
|---|---|
| 2nd row | Mumbai |
| 3rd row | Mumbai |
| 4th row | Mumbai |
| 5th row | Mumbai |
Common Values
| Value | Count | Frequency (%) |
| Mumbai | 25 | 2.9% |
| Delhi | 25 | 2.9% |
| Bengaluru | 25 | 2.9% |
| Chennai | 25 | 2.9% |
| Kolkata | 25 | 2.9% |
| Hyderabad | 25 | 2.9% |
| Pune | 25 | 2.9% |
| Ahmedabad | 25 | 2.9% |
| Jaipur | 25 | 2.9% |
| Lucknow | 25 | 2.9% |
| Other values (24) | 600 |
Length
| Value | Count | Frequency (%) |
| mumbai | 25 | 2.9% |
| delhi | 25 | 2.9% |
| bengaluru | 25 | 2.9% |
| chennai | 25 | 2.9% |
| kolkata | 25 | 2.9% |
| hyderabad | 25 | 2.9% |
| pune | 25 | 2.9% |
| ahmedabad | 25 | 2.9% |
| jaipur | 25 | 2.9% |
| lucknow | 25 | 2.9% |
| Other values (24) | 600 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1200 | |
| r | 500 | 8.0% |
| u | 425 | 6.8% |
| i | 375 | 6.0% |
| n | 350 | 5.6% |
| h | 325 | 5.2% |
| d | 275 | 4.4% |
| o | 250 | 4.0% |
| t | 250 | 4.0% |
| e | 250 | 4.0% |
| Other values (29) | 2050 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6250 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1200 | |
| r | 500 | 8.0% |
| u | 425 | 6.8% |
| i | 375 | 6.0% |
| n | 350 | 5.6% |
| h | 325 | 5.2% |
| d | 275 | 4.4% |
| o | 250 | 4.0% |
| t | 250 | 4.0% |
| e | 250 | 4.0% |
| Other values (29) | 2050 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6250 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1200 | |
| r | 500 | 8.0% |
| u | 425 | 6.8% |
| i | 375 | 6.0% |
| n | 350 | 5.6% |
| h | 325 | 5.2% |
| d | 275 | 4.4% |
| o | 250 | 4.0% |
| t | 250 | 4.0% |
| e | 250 | 4.0% |
| Other values (29) | 2050 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6250 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1200 | |
| r | 500 | 8.0% |
| u | 425 | 6.8% |
| i | 375 | 6.0% |
| n | 350 | 5.6% |
| h | 325 | 5.2% |
| d | 275 | 4.4% |
| o | 250 | 4.0% |
| t | 250 | 4.0% |
| e | 250 | 4.0% |
| Other values (29) | 2050 |
waste_type
Categorical
Uniform 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.4 KiB |
| Plastic | |
|---|---|
| Organic | |
| E-Waste | |
| Construction | |
| Hazardous |
Length
| Max length | 12 |
|---|---|
| Median length | 7 |
| Mean length | 8.4 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Plastic |
|---|---|
| 2nd row | Organic |
| 3rd row | E-Waste |
| 4th row | Construction |
| 5th row | Hazardous |
Common Values
| Value | Count | Frequency (%) |
| Plastic | 170 | |
| Organic | 170 | |
| E-Waste | 170 | |
| Construction | 170 | |
| Hazardous | 170 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| plastic | 170 | |
| organic | 170 | |
| e-waste | 170 | |
| construction | 170 | |
| hazardous | 170 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 850 | |
| t | 680 | 9.5% |
| s | 680 | 9.5% |
| c | 510 | 7.1% |
| i | 510 | 7.1% |
| o | 510 | 7.1% |
| n | 510 | 7.1% |
| r | 510 | 7.1% |
| u | 340 | 4.8% |
| l | 170 | 2.4% |
| Other values (11) | 1870 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 850 | |
| t | 680 | 9.5% |
| s | 680 | 9.5% |
| c | 510 | 7.1% |
| i | 510 | 7.1% |
| o | 510 | 7.1% |
| n | 510 | 7.1% |
| r | 510 | 7.1% |
| u | 340 | 4.8% |
| l | 170 | 2.4% |
| Other values (11) | 1870 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 850 | |
| t | 680 | 9.5% |
| s | 680 | 9.5% |
| c | 510 | 7.1% |
| i | 510 | 7.1% |
| o | 510 | 7.1% |
| n | 510 | 7.1% |
| r | 510 | 7.1% |
| u | 340 | 4.8% |
| l | 170 | 2.4% |
| Other values (11) | 1870 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 850 | |
| t | 680 | 9.5% |
| s | 680 | 9.5% |
| c | 510 | 7.1% |
| i | 510 | 7.1% |
| o | 510 | 7.1% |
| n | 510 | 7.1% |
| r | 510 | 7.1% |
| u | 340 | 4.8% |
| l | 170 | 2.4% |
| Other values (11) | 1870 |
waste_generated_(tons/day)
Real number (ℝ)
| Distinct | 807 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5262.2494 |
| Minimum | 511 |
|---|---|
| Maximum | 9980 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 KiB |
Quantile statistics
| Minimum | 511 |
|---|---|
| 5-th percentile | 875.05 |
| Q1 | 2865.75 |
| median | 5283 |
| Q3 | 7757.25 |
| 95-th percentile | 9507.8 |
| Maximum | 9980 |
| Range | 9469 |
| Interquartile range (IQR) | 4891.5 |
Descriptive statistics
| Standard deviation | 2786.9847 |
|---|---|
| Coefficient of variation (CV) | 0.52961852 |
| Kurtosis | -1.2255036 |
| Mean | 5262.2494 |
| Median Absolute Deviation (MAD) | 2442 |
| Skewness | -0.023816513 |
| Sum | 4472912 |
| Variance | 7767283.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5732 | 3 | 0.4% |
| 7540 | 3 | 0.4% |
| 1887 | 2 | 0.2% |
| 4466 | 2 | 0.2% |
| 2294 | 2 | 0.2% |
| 6409 | 2 | 0.2% |
| 3125 | 2 | 0.2% |
| 4118 | 2 | 0.2% |
| 4487 | 2 | 0.2% |
| 1942 | 2 | 0.2% |
| Other values (797) | 828 |
| Value | Count | Frequency (%) |
| 511 | 1 | |
| 512 | 1 | |
| 525 | 1 | |
| 526 | 1 | |
| 528 | 1 | |
| 545 | 2 | |
| 549 | 2 | |
| 552 | 1 | |
| 558 | 1 | |
| 577 | 1 |
| Value | Count | Frequency (%) |
| 9980 | 1 | |
| 9976 | 1 | |
| 9954 | 1 | |
| 9946 | 1 | |
| 9929 | 1 | |
| 9903 | 1 | |
| 9883 | 1 | |
| 9869 | 1 | |
| 9857 | 1 | |
| 9848 | 1 |
recycling_rate_(%)
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.076471 |
| Minimum | 30 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 43 |
| median | 56 |
| Q3 | 71 |
| 95-th percentile | 82 |
| Maximum | 85 |
| Range | 55 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 16.129994 |
|---|---|
| Coefficient of variation (CV) | 0.28260322 |
| Kurtosis | -1.1991203 |
| Mean | 57.076471 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.026325494 |
| Sum | 48515 |
| Variance | 260.17671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 26 | 3.1% |
| 53 | 22 | 2.6% |
| 69 | 21 | 2.5% |
| 38 | 21 | 2.5% |
| 55 | 20 | 2.4% |
| 48 | 19 | 2.2% |
| 54 | 19 | 2.2% |
| 52 | 19 | 2.2% |
| 61 | 19 | 2.2% |
| 58 | 18 | 2.1% |
| Other values (46) | 646 |
| Value | Count | Frequency (%) |
| 30 | 15 | |
| 31 | 15 | |
| 32 | 16 | |
| 33 | 16 | |
| 34 | 15 | |
| 35 | 12 | |
| 36 | 26 | |
| 37 | 14 | |
| 38 | 21 | |
| 39 | 17 |
| Value | Count | Frequency (%) |
| 85 | 17 | |
| 84 | 12 | |
| 83 | 12 | |
| 82 | 10 | |
| 81 | 18 | |
| 80 | 11 | |
| 79 | 18 | |
| 78 | 17 | |
| 77 | 17 | |
| 76 | 16 |
population_density_(people/km²)
Real number (ℝ)
High correlation 
| Distinct | 33 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13489.706 |
| Minimum | 2335 |
|---|---|
| Maximum | 24032 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 KiB |
Quantile statistics
| Minimum | 2335 |
|---|---|
| 5-th percentile | 2929 |
| Q1 | 7927 |
| median | 12579.5 |
| Q3 | 19087 |
| 95-th percentile | 23465 |
| Maximum | 24032 |
| Range | 21697 |
| Interquartile range (IQR) | 11160 |
Descriptive statistics
| Standard deviation | 6631.0815 |
|---|---|
| Coefficient of variation (CV) | 0.49156605 |
| Kurtosis | -1.2359237 |
| Mean | 13489.706 |
| Median Absolute Deviation (MAD) | 5727 |
| Skewness | -0.066472444 |
| Sum | 11466250 |
| Variance | 43971242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2929 | 50 | 5.9% |
| 11191 | 25 | 2.9% |
| 14376 | 25 | 2.9% |
| 21430 | 25 | 2.9% |
| 18195 | 25 | 2.9% |
| 7927 | 25 | 2.9% |
| 12547 | 25 | 2.9% |
| 9464 | 25 | 2.9% |
| 17335 | 25 | 2.9% |
| 2335 | 25 | 2.9% |
| Other values (23) | 575 |
| Value | Count | Frequency (%) |
| 2335 | 25 | |
| 2929 | 50 | |
| 4071 | 25 | |
| 4629 | 25 | |
| 6465 | 25 | |
| 7118 | 25 | |
| 7178 | 25 | |
| 7927 | 25 | |
| 7976 | 25 | |
| 8678 | 25 |
| Value | Count | Frequency (%) |
| 24032 | 25 | |
| 23465 | 25 | |
| 23232 | 25 | |
| 22866 | 25 | |
| 21598 | 25 | |
| 21430 | 25 | |
| 19454 | 25 | |
| 19181 | 25 | |
| 19087 | 25 | |
| 18697 | 25 |
municipal_efficiency_score_(1_10)
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4 |
| Minimum | 5 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7221621 |
|---|---|
| Coefficient of variation (CV) | 0.2327246 |
| Kurtosis | -1.3048067 |
| Mean | 7.4 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.056862826 |
| Sum | 6290 |
| Variance | 2.9658422 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 159 | |
| 6 | 151 | |
| 9 | 148 | |
| 7 | 133 | |
| 8 | 132 | |
| 10 | 127 |
| Value | Count | Frequency (%) |
| 5 | 159 | |
| 6 | 151 | |
| 7 | 133 | |
| 8 | 132 | |
| 9 | 148 | |
| 10 | 127 |
| Value | Count | Frequency (%) |
| 10 | 127 | |
| 9 | 148 | |
| 8 | 132 | |
| 7 | 133 | |
| 6 | 151 | |
| 5 | 159 |
disposal_method
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.5 KiB |
| Incineration | |
|---|---|
| Recycling | |
| Landfill | |
| Composting |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 9.7682353 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Composting |
|---|---|
| 2nd row | Composting |
| 3rd row | Incineration |
| 4th row | Landfill |
| 5th row | Recycling |
Common Values
| Value | Count | Frequency (%) |
| Incineration | 218 | |
| Recycling | 213 | |
| Landfill | 210 | |
| Composting | 209 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| incineration | 218 | |
| recycling | 213 | |
| landfill | 210 | |
| composting | 209 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1286 | |
| i | 1068 | |
| c | 644 | 7.8% |
| o | 636 | 7.7% |
| l | 633 | 7.6% |
| e | 431 | 5.2% |
| a | 428 | 5.2% |
| t | 427 | 5.1% |
| g | 422 | 5.1% |
| I | 218 | 2.6% |
| Other values (10) | 2110 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8303 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1286 | |
| i | 1068 | |
| c | 644 | 7.8% |
| o | 636 | 7.7% |
| l | 633 | 7.6% |
| e | 431 | 5.2% |
| a | 428 | 5.2% |
| t | 427 | 5.1% |
| g | 422 | 5.1% |
| I | 218 | 2.6% |
| Other values (10) | 2110 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8303 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1286 | |
| i | 1068 | |
| c | 644 | 7.8% |
| o | 636 | 7.7% |
| l | 633 | 7.6% |
| e | 431 | 5.2% |
| a | 428 | 5.2% |
| t | 427 | 5.1% |
| g | 422 | 5.1% |
| I | 218 | 2.6% |
| Other values (10) | 2110 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8303 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1286 | |
| i | 1068 | |
| c | 644 | 7.8% |
| o | 636 | 7.7% |
| l | 633 | 7.6% |
| e | 431 | 5.2% |
| a | 428 | 5.2% |
| t | 427 | 5.1% |
| g | 422 | 5.1% |
| I | 218 | 2.6% |
| Other values (10) | 2110 |
cost_of_waste_management_(₹/ton)
Real number (ℝ)
| Distinct | 780 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2778.4588 |
| Minimum | 503 |
|---|---|
| Maximum | 4999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 KiB |
Quantile statistics
| Minimum | 503 |
|---|---|
| 5-th percentile | 762.9 |
| Q1 | 1647.5 |
| median | 2853 |
| Q3 | 3855 |
| 95-th percentile | 4733.2 |
| Maximum | 4999 |
| Range | 4496 |
| Interquartile range (IQR) | 2207.5 |
Descriptive statistics
| Standard deviation | 1276.3256 |
|---|---|
| Coefficient of variation (CV) | 0.4593646 |
| Kurtosis | -1.1574327 |
| Mean | 2778.4588 |
| Median Absolute Deviation (MAD) | 1097 |
| Skewness | -0.057412188 |
| Sum | 2361690 |
| Variance | 1629007.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3131 | 3 | 0.4% |
| 4725 | 3 | 0.4% |
| 1093 | 3 | 0.4% |
| 3000 | 3 | 0.4% |
| 1084 | 3 | 0.4% |
| 4307 | 3 | 0.4% |
| 3888 | 2 | 0.2% |
| 4938 | 2 | 0.2% |
| 1687 | 2 | 0.2% |
| 1135 | 2 | 0.2% |
| Other values (770) | 824 |
| Value | Count | Frequency (%) |
| 503 | 1 | |
| 509 | 1 | |
| 510 | 1 | |
| 516 | 2 | |
| 527 | 1 | |
| 533 | 1 | |
| 549 | 1 | |
| 550 | 2 | |
| 553 | 1 | |
| 557 | 1 |
| Value | Count | Frequency (%) |
| 4999 | 1 | |
| 4993 | 1 | |
| 4988 | 1 | |
| 4978 | 2 | |
| 4975 | 1 | |
| 4966 | 1 | |
| 4958 | 1 | |
| 4952 | 2 | |
| 4944 | 1 | |
| 4941 | 1 |
awareness_campaigns_count
Real number (ℝ)
Zeros 
| Distinct | 21 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9047059 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 48 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.0707724 |
|---|---|
| Coefficient of variation (CV) | 0.61291798 |
| Kurtosis | -1.2160041 |
| Mean | 9.9047059 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.038929224 |
| Sum | 8419 |
| Variance | 36.854277 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 50 | 5.9% |
| 15 | 49 | 5.8% |
| 0 | 48 | 5.6% |
| 14 | 46 | 5.4% |
| 17 | 45 | 5.3% |
| 12 | 44 | 5.2% |
| 1 | 43 | 5.1% |
| 6 | 43 | 5.1% |
| 13 | 42 | 4.9% |
| 5 | 42 | 4.9% |
| Other values (11) | 398 |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 1 | 43 | |
| 2 | 40 | |
| 3 | 38 | |
| 4 | 41 | |
| 5 | 42 | |
| 6 | 43 | |
| 7 | 37 | |
| 8 | 30 | |
| 9 | 28 |
| Value | Count | Frequency (%) |
| 20 | 37 | |
| 19 | 39 | |
| 18 | 28 | |
| 17 | 45 | |
| 16 | 41 | |
| 15 | 49 | |
| 14 | 46 | |
| 13 | 42 | |
| 12 | 44 | |
| 11 | 50 |
landfill_name
Categorical
High correlation  Uniform 
| Distinct | 34 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.0 KiB |
| Mumbai Landfill | 25 |
|---|---|
| Delhi Landfill | 25 |
| Bengaluru Landfill | 25 |
| Chennai Landfill | 25 |
| Kolkata Landfill | 25 |
| Other values (29) |
Length
| Max length | 27 |
|---|---|
| Median length | 19 |
| Mean length | 16.352941 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mumbai Landfill |
|---|---|
| 2nd row | Mumbai Landfill |
| 3rd row | Mumbai Landfill |
| 4th row | Mumbai Landfill |
| 5th row | Mumbai Landfill |
Common Values
| Value | Count | Frequency (%) |
| Mumbai Landfill | 25 | 2.9% |
| Delhi Landfill | 25 | 2.9% |
| Bengaluru Landfill | 25 | 2.9% |
| Chennai Landfill | 25 | 2.9% |
| Kolkata Landfill | 25 | 2.9% |
| Hyderabad Landfill | 25 | 2.9% |
| Pune Landfill | 25 | 2.9% |
| Ahmedabad Landfill | 25 | 2.9% |
| Jaipur Landfill | 25 | 2.9% |
| Lucknow Landfill | 25 | 2.9% |
| Other values (24) | 600 |
Length
| Value | Count | Frequency (%) |
| landfill | 850 | |
| mumbai | 25 | 1.5% |
| delhi | 25 | 1.5% |
| bengaluru | 25 | 1.5% |
| chennai | 25 | 1.5% |
| kolkata | 25 | 1.5% |
| hyderabad | 25 | 1.5% |
| pune | 25 | 1.5% |
| ahmedabad | 25 | 1.5% |
| jaipur | 25 | 1.5% |
| Other values (25) | 625 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2050 | |
| l | 1900 | |
| i | 1225 | |
| n | 1200 | |
| d | 1125 | 8.1% |
| L | 900 | 6.5% |
| f | 850 | 6.1% |
| 850 | 6.1% | |
| r | 500 | 3.6% |
| u | 425 | 3.1% |
| Other values (31) | 2875 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13900 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2050 | |
| l | 1900 | |
| i | 1225 | |
| n | 1200 | |
| d | 1125 | 8.1% |
| L | 900 | 6.5% |
| f | 850 | 6.1% |
| 850 | 6.1% | |
| r | 500 | 3.6% |
| u | 425 | 3.1% |
| Other values (31) | 2875 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13900 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2050 | |
| l | 1900 | |
| i | 1225 | |
| n | 1200 | |
| d | 1125 | 8.1% |
| L | 900 | 6.5% |
| f | 850 | 6.1% |
| 850 | 6.1% | |
| r | 500 | 3.6% |
| u | 425 | 3.1% |
| Other values (31) | 2875 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13900 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2050 | |
| l | 1900 | |
| i | 1225 | |
| n | 1200 | |
| d | 1125 | 8.1% |
| L | 900 | 6.5% |
| f | 850 | 6.1% |
| 850 | 6.1% | |
| r | 500 | 3.6% |
| u | 425 | 3.1% |
| Other values (31) | 2875 |
landfill_location_(lat,_long)
Categorical
High correlation  Uniform 
| Distinct | 34 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.5 KiB |
| 22.4265, 77.4931 | 25 |
|---|---|
| 30.2591, 91.9376 | 25 |
| 15.7581, 85.4837 | 25 |
| 29.4633, 80.8873 | 25 |
| 16.068, 72.6096 | 25 |
| Other values (29) |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.764706 |
| Min length | 15 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 22.4265, 77.4931 |
|---|---|
| 2nd row | 22.4265, 77.4931 |
| 3rd row | 22.4265, 77.4931 |
| 4th row | 22.4265, 77.4931 |
| 5th row | 22.4265, 77.4931 |
Common Values
| Value | Count | Frequency (%) |
| 22.4265, 77.4931 | 25 | 2.9% |
| 30.2591, 91.9376 | 25 | 2.9% |
| 15.7581, 85.4837 | 25 | 2.9% |
| 29.4633, 80.8873 | 25 | 2.9% |
| 16.068, 72.6096 | 25 | 2.9% |
| 34.069, 82.1518 | 25 | 2.9% |
| 28.7237, 84.2278 | 25 | 2.9% |
| 19.3868, 72.7845 | 25 | 2.9% |
| 11.6909, 94.4267 | 25 | 2.9% |
| 10.3904, 81.8808 | 25 | 2.9% |
| Other values (24) | 600 |
Length
| Value | Count | Frequency (%) |
| 22.4265 | 25 | 1.5% |
| 77.4931 | 25 | 1.5% |
| 30.2591 | 25 | 1.5% |
| 91.9376 | 25 | 1.5% |
| 15.7581 | 25 | 1.5% |
| 85.4837 | 25 | 1.5% |
| 29.4633 | 25 | 1.5% |
| 80.8873 | 25 | 1.5% |
| 16.068 | 25 | 1.5% |
| 72.6096 | 25 | 1.5% |
| Other values (58) | 1450 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1700 | |
| 8 | 1375 | |
| 1 | 1175 | |
| 3 | 1050 | |
| 9 | 1000 | |
| 6 | 975 | |
| 2 | 975 | |
| 7 | 950 | 7.1% |
| 4 | 950 | 7.1% |
| 5 | 875 | 6.5% |
| Other values (3) | 2375 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 1700 | |
| 8 | 1375 | |
| 1 | 1175 | |
| 3 | 1050 | |
| 9 | 1000 | |
| 6 | 975 | |
| 2 | 975 | |
| 7 | 950 | 7.1% |
| 4 | 950 | 7.1% |
| 5 | 875 | 6.5% |
| Other values (3) | 2375 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 1700 | |
| 8 | 1375 | |
| 1 | 1175 | |
| 3 | 1050 | |
| 9 | 1000 | |
| 6 | 975 | |
| 2 | 975 | |
| 7 | 950 | 7.1% |
| 4 | 950 | 7.1% |
| 5 | 875 | 6.5% |
| Other values (3) | 2375 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 1700 | |
| 8 | 1375 | |
| 1 | 1175 | |
| 3 | 1050 | |
| 9 | 1000 | |
| 6 | 975 | |
| 2 | 975 | |
| 7 | 950 | 7.1% |
| 4 | 950 | 7.1% |
| 5 | 875 | 6.5% |
| Other values (3) | 2375 |
landfill_capacity_(tons)
Real number (ℝ)
High correlation 
| Distinct | 34 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58934.618 |
| Minimum | 22690 |
|---|---|
| Maximum | 98646 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 KiB |
Quantile statistics
| Minimum | 22690 |
|---|---|
| 5-th percentile | 24927 |
| Q1 | 45575 |
| median | 61038.5 |
| Q3 | 71127 |
| 95-th percentile | 98572 |
| Maximum | 98646 |
| Range | 75956 |
| Interquartile range (IQR) | 25552 |
Descriptive statistics
| Standard deviation | 19413.627 |
|---|---|
| Coefficient of variation (CV) | 0.32940957 |
| Kurtosis | -0.59684302 |
| Mean | 58934.618 |
| Median Absolute Deviation (MAD) | 13246.5 |
| Skewness | 0.053472764 |
| Sum | 50094425 |
| Variance | 3.7688892 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45575 | 25 | 2.9% |
| 74509 | 25 | 2.9% |
| 52609 | 25 | 2.9% |
| 65486 | 25 | 2.9% |
| 80985 | 25 | 2.9% |
| 34239 | 25 | 2.9% |
| 49524 | 25 | 2.9% |
| 69399 | 25 | 2.9% |
| 71127 | 25 | 2.9% |
| 80251 | 25 | 2.9% |
| Other values (24) | 600 |
| Value | Count | Frequency (%) |
| 22690 | 25 | |
| 24927 | 25 | |
| 30373 | 25 | |
| 31477 | 25 | |
| 34239 | 25 | |
| 35432 | 25 | |
| 38471 | 25 | |
| 45318 | 25 | |
| 45575 | 25 | |
| 48016 | 25 |
| Value | Count | Frequency (%) |
| 98646 | 25 | |
| 98572 | 25 | |
| 83130 | 25 | |
| 82082 | 25 | |
| 80985 | 25 | |
| 80251 | 25 | |
| 79314 | 25 | |
| 74509 | 25 | |
| 71127 | 25 | |
| 69399 | 25 |
year
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 50.8 KiB |
| 1970 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1970 |
|---|---|
| 2nd row | 1970 |
| 3rd row | 1970 |
| 4th row | 1970 |
| 5th row | 1970 |
Common Values
| Value | Count | Frequency (%) |
| 1970 | 850 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1970 | 850 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 850 | |
| 9 | 850 | |
| 7 | 850 | |
| 0 | 850 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3400 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 850 | |
| 9 | 850 | |
| 7 | 850 | |
| 0 | 850 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3400 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 850 | |
| 9 | 850 | |
| 7 | 850 | |
| 0 | 850 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3400 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 850 | |
| 9 | 850 | |
| 7 | 850 | |
| 0 | 850 |
Interactions
Correlations
| awareness_campaigns_count | city/district | cost_of_waste_management_(₹/ton) | disposal_method | landfill_capacity_(tons) | landfill_location_(lat,_long) | landfill_name | municipal_efficiency_score_(1_10) | population_density_(people/km²) | recycling_rate_(%) | waste_generated_(tons/day) | waste_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| awareness_campaigns_count | 1.000 | 0.000 | -0.018 | 0.000 | 0.050 | 0.000 | 0.000 | 0.038 | 0.048 | -0.018 | -0.004 | 0.029 |
| city/district | 0.000 | 1.000 | 0.019 | 0.000 | 0.985 | 1.000 | 1.000 | 0.063 | 0.986 | 0.045 | 0.000 | 0.000 |
| cost_of_waste_management_(₹/ton) | -0.018 | 0.019 | 1.000 | 0.000 | -0.002 | 0.019 | 0.019 | -0.070 | -0.031 | -0.004 | 0.042 | 0.000 |
| disposal_method | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.036 | 0.000 |
| landfill_capacity_(tons) | 0.050 | 0.985 | -0.002 | 0.000 | 1.000 | 0.985 | 0.985 | 0.067 | -0.281 | 0.064 | 0.036 | 0.000 |
| landfill_location_(lat,_long) | 0.000 | 1.000 | 0.019 | 0.000 | 0.985 | 1.000 | 1.000 | 0.063 | 0.986 | 0.045 | 0.000 | 0.000 |
| landfill_name | 0.000 | 1.000 | 0.019 | 0.000 | 0.985 | 1.000 | 1.000 | 0.063 | 0.986 | 0.045 | 0.000 | 0.000 |
| municipal_efficiency_score_(1_10) | 0.038 | 0.063 | -0.070 | 0.000 | 0.067 | 0.063 | 0.063 | 1.000 | -0.086 | -0.033 | 0.017 | 0.000 |
| population_density_(people/km²) | 0.048 | 0.986 | -0.031 | 0.000 | -0.281 | 0.986 | 0.986 | -0.086 | 1.000 | -0.053 | 0.001 | 0.000 |
| recycling_rate_(%) | -0.018 | 0.045 | -0.004 | 0.049 | 0.064 | 0.045 | 0.045 | -0.033 | -0.053 | 1.000 | -0.034 | 0.035 |
| waste_generated_(tons/day) | -0.004 | 0.000 | 0.042 | 0.036 | 0.036 | 0.000 | 0.000 | 0.017 | 0.001 | -0.034 | 1.000 | 0.000 |
| waste_type | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 1.000 |
Missing values
Sample
| city/district | waste_type | waste_generated_(tons/day) | recycling_rate_(%) | population_density_(people/km²) | municipal_efficiency_score_(1_10) | disposal_method | cost_of_waste_management_(₹/ton) | awareness_campaigns_count | landfill_name | landfill_location_(lat,_long) | landfill_capacity_(tons) | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Mumbai | Plastic | 6610 | 68 | 11191 | 9 | Composting | 3056 | 14 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 1 | Mumbai | Organic | 1181 | 56 | 11191 | 5 | Composting | 2778 | 12 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 2 | Mumbai | E-Waste | 8162 | 53 | 11191 | 8 | Incineration | 3390 | 13 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 3 | Mumbai | Construction | 8929 | 56 | 11191 | 5 | Landfill | 1498 | 14 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 4 | Mumbai | Hazardous | 5032 | 44 | 11191 | 7 | Recycling | 2221 | 16 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 5 | Mumbai | Plastic | 7456 | 73 | 11191 | 9 | Landfill | 3195 | 6 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 6 | Mumbai | Organic | 7118 | 37 | 11191 | 6 | Composting | 3686 | 14 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 7 | Mumbai | E-Waste | 9189 | 57 | 11191 | 10 | Landfill | 1791 | 12 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 8 | Mumbai | Construction | 8609 | 48 | 11191 | 8 | Incineration | 1681 | 20 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| 9 | Mumbai | Hazardous | 6632 | 71 | 11191 | 6 | Incineration | 2311 | 12 | Mumbai Landfill | 22.4265, 77.4931 | 45575 | 1970 |
| city/district | waste_type | waste_generated_(tons/day) | recycling_rate_(%) | population_density_(people/km²) | municipal_efficiency_score_(1_10) | disposal_method | cost_of_waste_management_(₹/ton) | awareness_campaigns_count | landfill_name | landfill_location_(lat,_long) | landfill_capacity_(tons) | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 840 | Gwalior | Plastic | 3556 | 41 | 11280 | 10 | Incineration | 4042 | 2 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 841 | Gwalior | Organic | 9726 | 50 | 11280 | 10 | Recycling | 4444 | 7 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 842 | Gwalior | E-Waste | 5300 | 60 | 11280 | 5 | Composting | 669 | 15 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 843 | Gwalior | Construction | 7561 | 47 | 11280 | 8 | Composting | 3024 | 18 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 844 | Gwalior | Hazardous | 4272 | 41 | 11280 | 6 | Incineration | 4123 | 9 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 845 | Gwalior | Plastic | 6842 | 42 | 11280 | 8 | Recycling | 3546 | 15 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 846 | Gwalior | Organic | 5233 | 38 | 11280 | 10 | Recycling | 1146 | 5 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 847 | Gwalior | E-Waste | 9903 | 41 | 11280 | 7 | Landfill | 3260 | 4 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 848 | Gwalior | Construction | 7540 | 77 | 11280 | 6 | Composting | 4220 | 7 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |
| 849 | Gwalior | Hazardous | 2480 | 58 | 11280 | 6 | Composting | 1081 | 19 | Gwalior Landfill | 10.9566, 91.6565 | 54460 | 1970 |